Best Data Science Books for Beginners 📚
DataCamp Space Week 👉 cutt.ly/QBsq0vk
🔗Introduction to Data Science (in R) 👉 bookdown.org/ronsarafian/Intr...
📚 Math interactive books:
🌐 Explained Visually 👉 setosa.io/ev/
🌐 Immersive Math 👉 immersivemath.com/ila/index.html
📚 Books mentioned in the video:
1. Python for Data Analysis 👉amzn.to/3RPeReC
2. Practical Statistics for Data Scientists 👉 amzn.to/3CF5Pws
3. Naked Statistics 👉 amzn.to/3CIhwCu
4. Machine Learning Simplified 👉 themlsbook.com/
5. Hands-On ML with Scikitlearn and Tensorflow👉 amzn.to/3fTKZ3y
6. Designing Machine Learning Systems👉 amzn.to/3Cajv0Y
7. Storytelling with Data 👉 amzn.to/3EvbS83
8. Interactive Data Visualization for the Web 👉 amzn.to/3rHvDl6
Hey data nerds, in today’s video we’ll go over some of my recommended books for data science beginners. I’ll talk about books for Python data analysis, statistics and math, machine learning and data visualization. For each book, I’ll share with you what the book is about, what I like and don’t like about the book, and how I’d rate the book regarding the depth, readability and practicality.
I hope you enjoy this video 😄. Let me know in the comment your favourite data science book! 🤓
🔑 TIMESTAMPS
================================
0:00 - Intro
1:35 - Python for data analysis book
3:28 - DataCamp Space Week (SPONSOR)
4:20 - Statistics books
7:33 - Math books
8:27 - Machine learning books
11:31 - Designing machine learning systems
13:16 - Data viz books
👩🏻💻 COURSES & RESOURCES
▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀
📖 Google Advanced Data Analytics Certificate 👉 imp.i384100.net/anK9zZ
📖 Google Data Analytics Certificate 👉 imp.i384100.net/15v9y6
📖 Learn SQL Basics for Data Science Specialization 👉 imp.i384100.net/AovPnJ
📖 Excel Skills for Business 👉 coursera.pxf.io/doPaoy
📖 Machine Learning Specialization 👉 imp.i384100.net/RyjykN
📖 Data Visualization with Tableau Specialization 👉imp.i384100.net/n15XWR
📖 Deep Learning Specialization 👉 imp.i384100.net/zavBA0
📖 Mathematics for Machine Learning and Data Science Specialization 👉 imp.i384100.net/LXK0gj
📖 Applied Data Science with Python 👉 imp.i384100.net/gbxOqv
🙋🏻♀️ LET'S CONNECT!
▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀
🤓 Join my Discord server: / discord
📩 Newsletter: thu-vu.ck.page/profile
✍ Medium: / vuthihienthu.ueb
🔗 All links: linktr.ee/thuvuanalytics
As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you.
#datascience #machinelearning #books #Datanerd #ThuVu #dataanalytics
Пікірлер: 262
Thank you so much for this! I'm just starting out with R and this was really helpful!
Love me some Storytelling With Data! And I actually have been looking for a book for designing interactive viz’s; so thanks for this, Thu!
@richc2699
Жыл бұрын
Cole's new book "Storytelling With You" is a good read.
@LukeBarousse
Жыл бұрын
@@richc2699 Yeah! I just started this one as well 🙌🏼
@Thuvu5
Жыл бұрын
Thank you for checking out the vid Luke! 💜Glad it has something for you. I got so much inspiration from your book review video 🙈.
This was an extremely thorough breakdown, and simple to follow. Thank you!
Loving the machine learning simplified book... pretty good for revisiting the topics since it's been a while.
I love your channel! Thank you so much for all this free instructions
The content of your channel still suprises me by its quality and the timing is amazing , i was searching for books as my xmas gift . hope the best for you
Well articulated and explained stuff! Good luck!
You have become a very important source of information for me. Keep doing good work !
@Thuvu5
Жыл бұрын
Thank you so much Sebastien, I'm glad it was helpful! 🤗
You have given me the motivation to read at least one Machine Learning book instead of solely relying on videos Thank you Thu Vu ❤
Thanks for the video! Love Practical Statics for Data Scientists too
Wow, thank you for the wonderful recommendations!!!!
I bought Naked Statistics based on your recommendation about a year ago. I really enjoyed it! I've been meaning to say thanks... so, thanks!
Your videos are of great value and indepth, keep it up
it worked! thank you so much!!
Thank you! You just gave me a lot of homework. 😅. Great selection! I appreciate you!
Thank you for your recommendation. ❤❤❤
The video I was waiting for you to make!! Thank you very much!! It was pretty clear! 😀
@Thuvu5
Жыл бұрын
Yay! I’m glad it was useful. Thanks for tuning in Luis 🤗
Hi Thu, thanks for putting together this awesome video on the best data science books for beginners. Your recommendations were super helpful, and I really appreciate the way you broke down each book's strengths based on depth, readability, and practicality. Plus, your storytelling skills are top-notch - I loved the bit about buying phone insurance and how it relates to probability! 🤣 Keep up the great work, and I can't wait to see what other content you'll be putting out in the future!
@Thuvu5
Жыл бұрын
Thank you so much for this kind comment Emma! 💖 You're doing really great job on your channel too! Keep it up 🙌🏽
Dear Thu Vu, you make great learning videos! I am working in another area (business valuation), but you help me to find inspiration for further learning!!!
Wow I love learning so I'm definitely going to check out some books on this list!
i am really impressed by your info, really thanks!
What a great video! def subscribing to this channel
Thank you for the video it really helped me to plan my career in Data science
Thank you so much! This video is nicely structured and veryyy helpful! Love your channel!
@Thuvu5
Жыл бұрын
I’m so glad you enjoyed the vid, Kazi 🙌🤗
This is straight fire🔥🔥🔥 Taking notes and recommending these to friends.
Fantastic! Thank you so much 🎉
I had loved the way you explain every book plus point and topics covered in every book. You make topics very easily understandable. Thank you for video
Thank for your recommendation, the machine learning simplified was indeed a great book for people with a non data science background. Please recommend some books for feature engineering and all the steps before. ❤
Thoroughly enjoying your content. Thank you for sharing your knowledge 😀. 🎉🥰
You have a given a very valuable information .your voice is so soothing to Hear.ThankYou .
Loved your video! Many thanks
Very informative video! For those that go down the R route: Basics: Learn R, Using R for Introductory Stats Intermediate: Advanced R, An Introduction to Statistical Learning Expert: This depends on your "niche". For me I end up needing to visualize with R Shiny a lot so "Outstanding User Interfaces with Shiny" The Stats, Math and Data Viz books in the video are language agnostic and solid choices.
Thank you, very informative!
Love the book recommendations! 🙌❤
@Thuvu5
Жыл бұрын
Thank you Sophia! I’m glad you liked it 💜💜
So glad I found your channel.
12:00 I got goosebumps when I hear the word Vietnamese. Your channel is a motivation for me to keep learning Data Science.
Great books recommandation - thank you !
I think I am quite good with the theories taking out time to atudy more on Python and R
Just started my journey into data science and machine learning and this video is very helpful. I've download some of the books you've recommended. I'm curious what do you think about python dash as an interactive tool for web data viz. Let me know.
I just love the smiley face on the post-it !
Awesome review Thu on the best books for developing a strong data science skillset!
Thank You for Your 'Books for DS Beginners 'List -- I HIGHLY RECOMMEND " Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition " -- I have read the entire 856 page book and performed all of the exercises and examples. My only regret is that some TensorFlow models take much time, but I can always use that time to review older "Thu Vu Data Analytics" vids that I may have missed :)
Hello Thu! KZread recommend me you and you're amazing! The way you explain in your videos is easy to understand.. thank you, i'm starting my Data Science/ engineering path at 28 yo . With me luck!
ahhh thanks Thu, i still have to make that dashboard on python. It's in my to do list.
Would be great hear you opinion about oracle pl sql, in one videos, thank you for your recommendations
As always great video!!! Your opinion on Plotly dash when compared to D3.js
Many thanks. I really enjoy your channel. Question - do you have to go book by book or is there a way to navigate the set of books? Thanks
Thanks for suggestions. Great video.
8:06 Interactive books - thanks for listing this - i like looking out for such books, will try these out soon (:
thanks for this video, it is very useful 🙏
I just started my data science course. This is what I need! Thank you.
@Thuvu5
Жыл бұрын
Wonderful! Thank you for watching and good luck! 😄
Hi, First of all, thank you for the awesome content ! You are truly inspiring. Could you recommend an online course about calculus and linear algebra ? Is a bachelor's degree in science is enough math to grasp the fundamentals ? I'm asking this because it was years ago and I did something totally different after that (master in law). Thanks !
Finally, I found a very reliable and best source to learn data science. Already your fan and subscriber. 🥰
Why am I discovering your videos just now? They are so good! Keep up the good work!
@Thuvu5
Жыл бұрын
Thank you! Will do! 💛
Been waiting and looking for this kind of content. Thanks, Thu! :)
@Thuvu5
Жыл бұрын
Yay, I'm glad it was helpful. Thank you Lester! 🙌🏽
Andrew Ng's ML & DL course. Stanford CS229,C109, C168 notes. Introduction to Statistical Learning , Read Kaggle notebooks , Gilbert Strang's Linear Algebra, medium towardsdatacience, stackexchange , Python is more verstaile than R -
As always, thank you for the valuable tips! 👏🏻👏🏻👏🏻
@Thuvu5
Жыл бұрын
Thanks you for watching, Barbara! 🤗
Wow...I was looking for a video with this theme. You read my mind.
@Thuvu5
Жыл бұрын
Yes I did 😎🙌🏽. Thank you for watching!
Thank you for your sharing. Great content 👍
Very useful video. Thanks for the great book list
Thank you. I'm beginner in ML and that Hands-on book is really helpful. And as per your recommendation I'm watching Andrew ng coursera lec along with hands-on book. Makes understanding concepts much more easier. But still unable to complete a project on my own. Hopefully very soon😅. Thank you 🤙🏾❤
@Thuvu5
Жыл бұрын
I'm so glad it helped! Good luck with your learning Jewel 🙌🏽
Thank you so much this educative infor
Excellent review, thanks for your insight.
A very useful video, thank you.
Excellent video thank you for the recommendation
Thank you so much for your useful channel.
One of the most detailed and useful book channels
Great video! Do you have a book recommendation for learning/building SQL skills?
Hi Thu! Thank you for all your videos. You inspired me to start digging deep into DataScience. I read a lot of books, watched almost all your videos and did some courses on Coursera. Now my question :) Do you have any recommendations how to train now on real data. I do some work now with some fields of intresst data but i think it would be great to have a community or at least at the very beginning some kind of guided projects. I discoverd data scratch. Do you recommend something like this?
This is one of the very best videos for Data Science. This really helps me how to step up my career. Thank you so much
@Thuvu5
Жыл бұрын
Aw that means a lot to me, thank you so much! 🤩
Thanks for this helpful video
Great explanation!
I found two good books to read from your video. Thanks for sharing.
Thank you for your recomendationsThu!. Greetings from Colombia!
@Thuvu5
5 ай бұрын
Thank you too! Greetings from Netherlands 👋
I love your videos! One question by the way🙋♀️ Can you share what ebook app did you use in the video??
i started reading the Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow book and i am impressed how good it is. If you know some python and also have some basic knowledege in ML you have to get it! Its like a professional sits down with you and tries his best to explain the complex topics to you so that you can apply them as soon as possible. Therefore its easy to read and understand!
@markdin2988
4 ай бұрын
I heard tensorflow is falling out of favor now, Jax and PyTorch are better
You are amazing! Thank you for the video. It was great! :)
@Thuvu5
Жыл бұрын
Thank you! Really appreciated it, Guilherme! 🙌🏽
I am not working on data side, don't know why youtube suggest your video :D Very impressed with your English skill!
Your channel is full of gems. Thank you
@Thuvu5
Жыл бұрын
Thank you so much June! that's so kind of you to say 🤗
em chào chị ạ, thật may mắn khi em được đến kênh của chị ạ, hi vọng chị sẽ ra nhiều video về lĩnh vực này hơn nữa ạ
Thanks!
Thanks very much for your useful information. I have a question, which books can you recommend for intermediate students?
Amazing video!!. New subscriber. I was searched for a video some like that .I selected some books that got my attention and I will check it. :)
Another excellent video
So so good video on data science.❤️❤️
Thanks for information
Always Creative in making videos Thu, Love the video, wish you all the best
@Thuvu5
Жыл бұрын
Thank you so much for your support all the way 🤗
Just discovered your channel this week. You seem like a cool knowledgeable person on this topic. So im wondering if you can help me with a question i have. So I am a recent graduate in Computer Science and want to instead go into Data Science industry instead of the traditional Software Developer/ Software Engineer career. So as someone like me who eventually one day wants to work in data science industry, is there an entry level job role that one can apply as a starting point and just get promoted/ level up to a data science in time rather than just trying to apply for a data science position from the get go? I dont mind starting at the bottom and working my way up the ladder. If anyone else have any suggestions i would greatly appreciate it?
so informative! Why god hides this channel for so long to me. Such a great respect for a Vietnamese woman!
@Thuvu5
Жыл бұрын
Thank you 💜
@lionzion5382
10 ай бұрын
Not god, the (machine learning) algorithm!
Have you got a list of maths books? Thank you for this video!
Always high quality content, keep it up 👌
@Thuvu5
Жыл бұрын
Thank you Eslam!
Thank you for sharing this vidéo
Great work
what a lovely background.
Thanks a lot 👏🏼 I want to start learning probabilistic deep learning and bayesian modeling , could you give me a suggestion how to start ? And if you have a good courses to suggest 👏🏼👏🏼
Thanks, Thu for all this golden information . I hope you are okey ❤🔥
Data Camp is great!
Thanks 🙏
Thanks you 👍
Finally off my "Watch-Later list" ☺. Thanks Thu...for always!
@Thuvu5
Жыл бұрын
Yaaay! Thanks for watching Faruq! I’m glad it enjoyed it 🙌